The latest situation in the Premier League: Manchester City is crowned three rounds ahead of schedule, Liverpool may miss the Champions League, and the relegation team chooses 2 out of 3.

In the 2022-23 season, the Premier League entered the 37th round, and the champion team had been produced in advance. As Arsenal lost 0-1 to Nottingham Forest, Manchester City, which had not played in three games, was crowned in advance. This round of Liverpool’s 1-1 draw with Villa may not be able to play in the Champions League next season; In terms of relegation situation, Nottingham Forest won 1-0 and landed early.

The match between Manchester City and Chelsea was originally the Blue Moon’s championship campaign, but before the game was played, the Manchester City soldiers got a good news in front of the TV. Arsenal lost and let them be crowned three rounds earlier. Arsenal led the standings for as many as 248 days this season, but it was Manchester City that won the championship in the end. The Blue Moon became the fifth team to win three consecutive championships in the top leagues in England after Huddersfield, Arsenal, Liverpool and Manchester United. Congratulations to Manchester City!

The championship suspense is gone, and the top four suspense is coming to an end. This round, Liverpool drew 1-1 at home to Villa, while Manchester United beat Bournemouth 1-0. This result means that Liverpool may miss the Champions League. They scored 66 points in 37 rounds, three points behind Manchester United and Newcastle United, but Newcastle and Manchester United both missed one round, which means that Newcastle and Manchester United can lock the Champions League tickets as long as they get one point in the remaining two rounds. Therefore, the teams that represent the Premier League in the Champions League next season are ready to go. Manchester City and Arsenal have confirmed that the remaining two teams are most likely Newcastle and Manchester United, and Liverpool will participate in the Europa League next season.

In terms of relegation, the original stalemate began to become clear in recent rounds. Bournemouth and West Ham landed first, and in this round, another team landed, and they beat Arsenal’s Nottingham Forest 1-0 at home. This season, this newly promoted team was once considered as a favorite for relegation, but they beat Brighton, Southampton and Arsenal in the sprint stage and scored 9 points. Nottingham Forest scored 37 points and was relegated ahead of schedule.

Southampton, which is at the bottom, has been relegated ahead of schedule, so the remaining two relegation places in the Premier League this season will come from Everton, Leeds United and Leicester. This round of Everton’s game has been played first. They drew with Wolves 1-1 away, while Leeds United will play against West Ham, who has already landed early. As the Hammers have to prepare for the Europa League final, this game is a good opportunity for Leeds United to score 3 points, and they have the opportunity to surpass Everton and escape from the relegation zone in one fell swoop. As for Leicester, it is very difficult for Blue Fox to score points in this round. Which two teams of Everton, Leeds United and Leicester will be relegated may have to wait until the final round to know the final result.

Barcelona parted ways with legend at the end of this season, with sergio busquets as the main character.

Barcelona parted ways with legend at the end of this season. The protagonist is sergio busquets.

It has attracted the attention of Inter Milan and Juventus.

Barcelona parted ways with legend at the end of this season. The protagonist is sergio busquets. Busquets, who made his debut on the adult stage through La Masia, was one of the players who led Barcelona at its peak. His midfield combination with Andres Iniesta and Harvey Hernandez was rated as one of the best midfield combinations of all time. He shared countless honors, including winning Spanish La Liga eight times and UEFA Champions League (UCL) three times.

They officially broke up. Official website announced on the 10th (Korean time) that "busquets will leave the team at the end of this season".

Barcelona beat Espanyol 4-2 last week to win the league title. Last season, busquets, who won the championship together, showed joy. "I want to win the league championship. I have had a wonderful time in Barcelona these years. I’m happy to leave the team, "he said with satisfaction. In this case, the possibility of another "legend" leaving at the end of this season is raised. The protagonist is alba. After moving to Valencia via La Marcia and returning to Barcelona in 2012-13, he, like busquets, was one of the leading figures in the team’s heyday. He has only lifted the league trophy five times, but he has won numerous trophies, including five King’s Cup titles and one Champions League title.

But time cannot escape. Although his state is not bad, the strengths such as speed and attack power displayed in his heyday have faded somewhat. Because of his physical decline, the proportion of substitutes has increased, not the starting pitcher.

It is not clear whether the partnership with Barcelona will be extended. There is only one year and two months left before the expiration of the contract, but there is still no renewal problem. There is room for renewal, but the club should take the weekly salary as the premise.

Other clubs are also interested. According to the Spanish media "Sports Daily", Inter Milan and Juventus are said to be interested in signing Alba. It is said that Barcelona, which is experiencing financial problems, is considering letting him leave without charging a transfer fee, if both furniture and music departments show interest.

Don’t leave without you, farewell to firmino at Anfield Stadium: players lined up & fans applauded constantly.

Live on May 21st-In a game that ended in the current Premier League, Liverpool drew 1-1 with Aston Villa, and firmino scored an equalizer.

This game is Liverpool’s last home game of the season. After the game, the whole Liverpool team lined up to say goodbye to firmino, who was about to leave the team, and the fans applauded constantly.

Premier League: Manchester City VS Chelsea, the champion is in hand, and there is suspense in facing Chelsea at home?

There is no need to go into too many details about the basic situation of Manchester City. Looking across Europe, the only team that has been stable all the way from the beginning of the season to the present is Manchester City. Although it has just finished the European War in the middle of the week, the team’s consumption is not big, which will not affect the preparations for the weekend game at all. The biggest motivation of this campaign is to win at home in order not to disappoint the fans, especially against Chelsea. The team will go all out. It lost the Champions League in Chelsea’s hands in those years, and now the team has reached the final and won the league title in front of you. Since the defeat in the Champions League two years ago, Manchester City has maintained a five-game winning streak against Chelsea, which is higher than Chelsea in terms of strength and tactics, so it is reasonable for the market to give great support. I think the biggest suspense in this game is that Guardiola will have a substantial rotation. After all, the champion has already won, and there are still two finals to play in the future. There is such a possibility. However, there are three rounds left in the Manchester City League. It is impossible to play all three rounds casually, and the opponent in this round is Chelsea, so I think this home game will still be played seriously.

Conquer! Harland won the championship in the first season of the Premier League and won the Golden Boot Award. The Golden Globe Award is a big hit.

Manchester City won the championship three rounds ahead of schedule, and Harland posted a message on social media to celebrate. In his first season in the Premier League, Harland followed Manchester City to win the championship, and he also broke the single-season scoring record in the Premier League with 36 goals. There is no suspense in winning the Golden Boot Award. Harland finished his conquest in the Premier League in his first season, and now his new goal is to win the FA Cup and the Champions League.

When Manchester City spent 60 million euros to sign Harland, some people questioned that Harland couldn’t adapt to the high intensity of the Premier League. When he saw him wasting opportunities frequently in the Community Shield match with Liverpool, the Norwegian striker was even more ridiculed by the media. But look at Harland’s report card this season. He scored 52 goals and sent 8 assists in 49 appearances for Manchester City, making 60 goals directly. He scored 36 goals in 33 appearances in the Premier League, breaking the single-season scoring record maintained by Shearer and Andy Cole, and the name of "Magic Buo" resounded throughout Europe.

Perhaps Harland didn’t expect that everything went so smoothly after coming to Manchester City. He sent the ball into the opponent’s door again and again, and Manchester City’s victory could not stop at all. Now Manchester City is only two victories away from achieving the triple crown, and the opponents are Manchester United and Inter Milan. Harland can’t wait to contribute to the team. As Manchester City has won the Premier League three rounds ahead of schedule, Guardiola may let Harland take a break, and the Norwegian can play in the FA Cup and Champions League finals with the fullest posture.

If Harland is crowned the triple crown with Manchester City, he will become a strong contender for the Golden Globe Award in 2023. His personal performance has conquered the fans, and he is likely to win the Golden Boot Award in Premier League, Champions League and Europe this season. At present, he has been selected as the best player of the season by the English Journalists Association, and he has also been selected as the official candidate list of the best player of the season and the best young player of the Premier League.

The main competitors for the Golden Globe Award in 2023 are Messi, Mbappé and Harland. Messi has the World Cup champion bonus, and his personal data performance is also very good. The Argentine champion is the most popular, but now Harland is narrowing the gap with Messi. If he wins the triple crown with Manchester City, Harland will have a greater chance, because his personal data and team honor can be well-received. In 2023, the Golden Globe Award will become the PK before Harland and Messi, and Mbappé will be out early. What do you think?

Abrupt! The latest standings of the Super League: the dark horse topped the summit, and the harbor was only the second. It was hard to find one win in Taishan and the three towns.

The second round of the Chinese Super League has come to an end after three days of fierce fighting. Combined with these two rounds, people feel that the pace of the game is faster, the disputes of the referees are less, and the control of the game is more reasonable. It is not difficult to see that after the storm of anti-corruption and anti-gambling, it still has a certain binding force on players and referees, so that everyone can focus on the game itself, rather than other shortcuts to get rich. Of course, the first two rounds of the league are also interesting in terms of ranking. Let’s take a concrete look at the points ranking.

The top three teams are the only teams that have won two consecutive victories. Changchun Yatai ranked first after two rounds, which really surprised many people. It was a dark horse to beat Zhejiang team and Dalian people one after another. Changchun Yatai used to be known as a giant killer, but now Chen Yang’s class is gradually decreasing. The game between Harbor and Shenzhen team is soul-stirring, even the best game since the start of the game. There are all kinds of plots, such as red card, winner and anti-winner. Lei Wu is still worth relying on. Shenhua’s two-game winning streak is equally gratifying.

Chengdu defeated Cangzhou Lions in the home atmosphere of nearly 40,000 fans, and Daniel F. Akerson scored his first goal after returning home, which made the victory more meaningful. It’s quite surprising that Jinmenhu sent Zhejiang team to lose two games in a row at home. Yu Genwei’s team is getting better and better. The story of the Northeast Derby between Dalian people and Changchun Yatai is also ups and downs. In 94 minutes, Mamba was absolutely flat, and in 96 minutes, Liao Zhijian was the winner. Although the Shenzhen team lost the game, it was still a glorious defeat. Aside from the problem of unpaid wages of the club, this team is still worthy of respect.

The home game of Taishan Team and Nantong Zhiyun drew 1-1, and Hao Wei was absent from the game. At the same time, there were many conflicts between the two teams in this game, and after the game, it was even more dangerous to brew a group fight, which added some talk for this game. It is hard for Taishan team to win 1 game after 2 rounds, and it is caught in many problems such as the absence of the head coach and the main striker. The fans are looking forward to an early rebound after such a difficult start. In addition, the current record and ranking of Cangzhou Lions and Qingdao Manatee are also in line with expectations, and the paper strength of the two teams is still in the middle and lower reaches of the Super League as a whole.

The last three teams are really surprising. Meizhou Hakka was the upper-middle team last season, Zhejiang was the top three, and Wuhan Sanzhen was the defending champion. The three towns are also plagued by the main injuries. This campaign has become a 1-1 draw with Guoan, and the road to defending the title is quite difficult. Zhejiang team is the only team that has lost two games in a row at present. It started so badly. I hope the team will rebound as soon as possible.

The reason why Li Chunjiang was severely punished for five years was exposed! I have been invited or taught abroad, and my annual salary has set a record in China.

Chinese basketball association’s ticket made two CBA coaches almost end their coaching career in CBA league ahead of schedule, especially Li Chunjiang. As a seven-time coach, he almost reached an unsurpassed position in the CBA coach’s resume, so Li Chunjiang was banned from coaching registration for five years, which was once embarrassing. In addition, Li Chunjiang is 60 years old, and it is unknown whether he will have a chance to return to the CBA coach’s bench after five years. However, within a few days after the penalty came out, a topic has been hotly debated by fans. Since the game was defined by chinese basketball association as a "passive game between the two sides", why was Li Nan banned for three years and Li Chunjiang banned for five years? What are the considerations for the extra two years?

The same is true for the general managers of two teams. Why is Jiang Yusheng, general manager of Shanghai Jiushi Basketball Club, restricted from engaging in basketball-related activities for three years, while Shi Linjie, general manager of Jiangsu Kendia Club, restricted for five years? What is the consideration for the difference of two years between them? Now Yang Yi, a well-known basketball commentator, has given his own answer.

In the latest interview program, Yang Yi gave the main reason why the punishment time was different. Yang Yi claimed that, first of all, chinese basketball association didn’t find out any details and evidence in the whole investigation, including the money transactions guessed by the fans and the evidence agreed in advance. Yang Yi came forward to confirm these, but at least chinese basketball association didn’t find out or ask out in the investigation, but the "negative game" between the two sides was obvious to everyone, which is why chinese basketball association decided to punish him.

In addition, since there is no evidence, the penalties for the four people are different, especially why Li Chunjiang and Shi Linjie are five years, while the other two are three years. Yang Yi claims that there is no such thing as "principal and accessory" as the public speculated, because there is no evidence to prove that the two sides have traded, and the main reason for truly defining three years and five years is the attitude of the four people in the face of investigation and inquiry, and Yang Yi bluntly said that Li Chunjiang and Shi Lin,

But Li Nan is different. Yang Yi claims that in the whole basketball circle in China, almost no one does not recognize Li Nan’s character, and according to many people who have been with Li Nan for many years, Li Nan is definitely not the kind of person who engages in crooked ways. In addition, Yang Yi also revealed that Yao Ming and Li Nan used to be teammates for many years, plus Li Nan was the head coach of the men’s basketball team and Yao Ming helped them up, so Yao Ming, chairman of the Basketball Association, is convinced of Li Nan’s character, and Li Nan must be a very upright person.

In addition, Yang Yi claimed that this can also be seen from the wording of chinese basketball association’s notice, so he thought that the main criteria for the final suspension of Li Nan for 3 years and Li Chunjiang for 5 years were based on the attitude of inquiry and the cognition of the whole basketball circle, and the specific suspension period was finally determined, so maybe it was for the sake of balance, so while the suspension of Li Nan for 3 years and Li Chunjiang for 5 years, the general manager’s side was Shanghai Jiushi Jiang Yusheng for 3 years and Jiangsu Kendia Slinger for 5 years.

Since the penalty has been decided, there is not much need for us to discuss right and wrong, but the fans are most sorry for Li Chunjiang. Li Chunjiang was not only a member of the national team when he was an athlete, but also participated in the Sydney Olympic Games with the team. Then after he retired as a coach, he started a legendary experience. So far, he has led the Guangdong men’s basketball team to win seven championship trophies. It can be said that such an achievement is unprecedented and it is difficult for anyone to surpass it in the future. Now Li Chunjiang, 60, is the next one.

Then, as a famous coach of CBA, if Li Chunjiang doesn’t sit in the CBA coaching seat, he will still be a hot potato. Besides Li Chunjiang, who may be the general manager of Shanghai Jiushi Club in the future, he is more likely to leave the CBA League to teach in other basketball leagues. Within three days after Li Chunjiang was officially banned, he received an olive branch from the East Asian Super League pterosaur Basketball Club in Hong Kong Bay Area, China (hereinafter referred to as the Hong Kong pterosaur team). You know, the Hong Kong Pterosaur team has always been famous for its deep pockets. If Li Chunjiang finally accepts their invitation, the annual salary will not only be higher than the salary after a long stay in Shanghai, but also it is very likely to set a new record for domestic coaches! And such good news was immediately confirmed by the women’s basketball legend Zheng Haixia.

Let me briefly talk about this East Asian Super League, which is an FIBA-certified Asian basketball league mainly held in the Philippines. The founder of the East Asian Super League is Matt Baer. Maybe you haven’t heard of him, but he also has a familiar identity with China fans. He used to be Yi Jianlian’s personal translator, and the investors behind this league include NBA stars Barang Davis and Ci Shiping (formerly known as Artest) in addition to Raine Group Bank of the United States.

The Hong Kong Pterosaur team that threw the olive branch to Li Chunjiang is the team directly under Dongchao Company. The general manager of the team is Liu Quansheng, the former general manager of chinese basketball association. Although the team was established for a short time, it has a huge capital reserve because it is directly under Dongchao Company. They also spent a lot of money to poach players from CBA, including Liu Chuanxing, Zhu Songwei, Ju Mingxin and Liu Xiaoyu, who was just negotiated not long ago. According to the famous basketball commentator Su Qun, the Hong Kong Pterosaur team with deep pockets signed this year. This is even more than many European giants.

Therefore, within three days after Li Chunjiang was banned for five years, it was reported that the Hong Kong Pterosaur team intended to invite the seven-named CBA coach to coach, and if the Hong Kong Pterosaur team with deep pockets really wanted to invite Li Chunjiang, the price it offered would definitely exceed the highest value of the CBA local coach. Then, if the Hong Kong Pterosaur finally signed Li Chunjiang as he wished, why did it say that Li Chunjiang was going abroad to coach? Because the home of the Hong Kong Pterosaur team is now in Manila, the Philippines, this is probably the place that Li Chunjiang needs to think most. It stays abroad all the year round, and most of the team are foreign players.

Compared with Li Chunjiang, Li Nan’s situation is much better. Now Jiangsu Kendia Club has given him the position of a vice president, so even if it is not the head coach, it is entirely possible to help the new head coach to make suggestions and listen to politics in the future. And the players are still those players, but they just can’t take charge of the team at the scene. And as a vice president, Li Nan’s annual salary may even rise, which is possible, but I still hope that Li Chunjiang can have a good home in the future.

Italian team’s naturalization tactics, fierce harvesting of Argentine wool

Italy has always been a traditional strong team in the world football, but in recent years, the degree of talent decline in Italy is also obvious to the naked eye, especially his recent record in Italy is complicated. Although he won the European Cup in 2021, the team was eliminated from two World Cup qualifiers, and failed to qualify for the 2010 and 14 World Cups. Even the current coach of Italy, Mancini, once said, "Now Italian children don’t play football, and I can’t see young people playing football in the streets." Because of this, Italy chose naturalization tactics as a last resort.

As a country with a close relationship with Italy in history, Italian coach Mancini Argentina has naturally become the primary target of Italian naturalized players. Nearly 30 million of Argentina’s 44 million people are of Italian descent, making it the largest ethnic group in Argentina, among which Matteo Reggit is a successful model.

Matteo Reggit was born in Buenos Aires, Argentina on April 29th, 1999. He has dual nationality of Italy and Argentina. In March 23rd, Italian coach Mancini confirmed that he would call up Reggit. On March 18th, Reggit was selected into the Italian national team list. On March 24th, he made his debut in the European Cup and scored his first goal in the national team. In the second round, Reggit scored in a row, and his performances of two goals attracted Italian teams. Reggit, although he is an Italian shirt, can’t speak Italian, and he has no experience in European teams, but his grandfather was an Italian immigrant, so he has Italian descent.

Reggie’s excellent performance gave coach Mancini a taste of sweetness. It is also planned to naturalize 10 young Argentine players: 22-year-old riverbed striker beltran, 21-year-old Boca defender valentini, 24-year-old Salzburg midfielder Capaldo, 22-year-old Ranus striker Dehlavi and 17-year-old sarsfield striker Prestianni, 22-year-old independent competitive midfielder Pozo, 19-year-old Rosario central midfielder infantino, 21-year-old Newell boy midfielder Foza, 23-year-old Newell old boy striker Gianni and 19-year-

The marathon is hot, and female runners have half the credit.

Inscription: With the development of everything in a good direction, the marathon that has been silent for three years has begun to recover. It is not difficult for us to find that many marathons have started at the same time in recent weekends. From the live footage, we have seen everyone’s enthusiasm for participating in the marathon and some inspirational stories, such as visually impaired people, disabled people and mothers pushing their children to run, which are conveying positive energy to us. The biggest worry for runners now is that they can’t win the lottery in the race, because there are too many people who have signed up. Sometimes hundreds of thousands of people will compete for tens of thousands of places. Think about how interesting it is for tens of thousands of people to compete in the same field.

The marathon is very hot, and everyone is happy to take part in the marathon, mainly because they see some benefits of the marathon, such as enhancing our self-confidence, satisfying our vanity, getting rid of our fat, etc. These are only a small part of the reasons, because everyone has different starting points, so 100 runners can give 50 reasons. In this group of runners, the proportion of female runners is very small, which can be seen from the registration of some marathons. For example, after you finish running, your certificate of completion will tell you the ranking of the same age, gender and overall, which can be calculated by simple addition and subtraction.

Although the number of female runners is relatively small, they are a beautiful "landscape". They are not only sexy, such as short shorts, but also some of them are in good shape, so this has stimulated some male runners’ desire to run. I believe that no male runner can refuse to compete with beautiful female runners, run together, and catch up with each other. Even if you are a roadside refueling audience at the marathon, you may be eager to move. Therefore, it is no exaggeration to say that we female runners have half the credit for the hot marathon. If we replace our beautiful little sister with an aunt, everyone’s enthusiasm for participating in the marathon will definitely fade.

This is the importance of women, which is reflected incisively and vividly in all walks of life, and running is no exception. However, we female runners need to be reminded that we also need to "lead an honest and clean life", and don’t deliberately dress too sexy to attract attention. It is necessary to protect our privacy. We should also remind our male runners that although we have a strong competitive spirit, we should also take part in the marathon properly, and it is absolutely suitable for marathon. At the same time, we also want to apologize to those who have caused inconvenience because of the road closure of the marathon. I hope you will have the opportunity to participate. Running is really a very interesting and satisfying thing.

What industries can be changed by establishing the National Data Bureau?

Produced by Tiger Sniffing Technology Group

Author | Qi Jian

Editor | Chen Yifan

Toutu | vision china

Data elements are becoming more and more important.

On March 7, 2023, according to the Xinhua News Agency, the National Data Bureau was established according to the State Council’s proposal to submit the institutional reform plan of the State Council.

The National Bureau of Data will be responsible for coordinating and promoting the construction of basic data systems, coordinating the integration, sharing, development and utilization of data resources, and coordinating the planning and construction of digital China, digital economy and digital society, which will be managed by the National Development and Reform Commission.

The establishment of the National Data Bureau will be more conducive to mobilizing all resources to comprehensively promote the construction of digital China and the development of digital economy.

"The most practical contradiction in front of data circulation is the ownership of data and the security of data. Data ownership and security issues are big issues involving public interests, and no institution or enterprise can solve them. " Guo Zhaohui, chief scientist of Shanghai Youye Information Technology Co., Ltd., told Tiger Sniff.

Therefore, the consensus of many experts and industrial people is that the establishment of a national data bureau can better solve the urgent problems faced by the development and utilization of data elements resources at the national level. For example, at present, the domestic data infrastructure system needs to carry out a series of system construction in terms of data confirmation, circulation, transaction, rights distribution, security and compliance, and provide institutional guarantee for the cultivation of data elements market.

Institutional guarantee of data factor market

On February 26th, Peng Lihui, Secretary-General of china electronic chamber of commerce, introduced that in 2021, China’s data element market will be about 81.5 billion yuan.It is estimated that the compound growth rate of market scale will exceed 25% during the "14th Five-Year Plan" period, and the scale is expected to approach 200 billion yuan by 2025.From the perspective of subdivision, the market scale of storage, analysis and processing of data elements all exceeds 15 billion yuan, laying a solid foundation for the resource utilization of data elements; The industrial scale of data transaction and data service reached 12 billion yuan and 8.5 billion yuan respectively.

However, as an important factor of production, the current market system is not perfect, and the basic systems such as data property rights and transaction circulation need to be formulated and improved urgently.

Guo Zhaohui gave an example to Tiger Sniff. Taking the medical industry as an example, from the aspect of medical treatment, the data in China’s medical field is very huge. China has a large population, and every hospital has a large number of patients and diseases data. However, due to the poor data circulation, each hospital can only fight on its own and cannot establish a unified data system. This not only increases the difficulty for patients to seek medical treatment, but also greatly hinders the development and progress of medical system and medical technology. Even from the perspective of technological development, the research and development of medical AI needs to mobilize data from all parties to "feed" AI, but if the data factor market is not opened, and the data in the medical industry is relatively scattered, it is necessary to consider the protection of patient privacy, which makes it difficult for relevant R&D enterprises to obtain data, thus hindering the research and development of technology.

In many industries, some enterprises and research institutions have thought about data alliance, but in practice, such alliance is extremely difficult to promote.For example, for training large models, a large amount of data is needed.This brings huge workload to data cleaning, screening and standardization.They also hope to cooperate with enterprises with a large amount of data, so that the amount of data is larger and the quality is better, but the reality is that enterprises are often reluctant to share these data. Guo Zhaohui said that because these data alliances have no administrative and law enforcement rights, it is difficult to actually promote data circulation.

Even the big data exchange established in the past few years is facing an embarrassing situation. Previously, a survey conducted by Nandu Big Data Research Institute found that at present, local data exchanges generally require enterprises to provide compliance assessment certificates issued by professional lawyers for each transaction before entering the transaction, that is, the so-called "assessment once entering the market". However, this has greatly increased the cost of enterprises’ entry transactions, and the related supervision mechanism is not perfect, which leads enterprises to "dare not enter the market" and "unwilling to enter the market". This actually prevents data resources from being used to a greater extent.

In the enterprise search, "data transaction" is used as the key word to search the enterprise name, and there are 57 operating companies whose operating status is surviving, in business and established. Many major cities and industrial bases in China have set up their own data exchanges, including Beijing, Shanghai, Shenzhen, Guangzhou, Guiyang, Suzhou and Hangzhou. Provincial data exchanges have also been established in Hunan, Hubei and Fujian.

So what is the actual trading volume of these exchanges? Take Guiyang Big Data Exchange as an example. Guiyang Big Data Exchange was officially put into operation in 2015. It is the earliest batch of data exchanges in China. Up to now, the exchange has accumulated 502 data vendors and 21 data intermediaries, with a total of 800 products and 438 transactions, with a total transaction volume of 734 million yuan.

Fan Yuan, chairman of Hangzhou Anheng Information Technology Co., Ltd., has worked hard in the field of data security for many years. According to Fan Yuan,The establishment of the National Data Bureau can better coordinate and promote the construction of the basic data system, and coordinate the integration, sharing, development and utilization of data resources.In this way, it can provide richer data resources and more efficient data acquisition channels for the big data industry, and provide a broader space for big data applications and data element markets.

Fan Yuan also put forward an important aspect, that is, the establishment of data standards. For a long time, there has not been a practical and effective unified standard for the transaction and circulation of data, which has also brought a lot of trouble to data work. Fan Yuan said that the National Bureau of Data will be responsible for promoting data standardization and standardizing various data formats and data structures, which will help improve the efficiency and accuracy of data exchange, accelerate the establishment of a data classification and classification protection system, and make the big data industry more standardized and standardized.

Tighter supervision

"If you don’t open the interface of data sharing, then such a large data resource in China can’t be played well." Guo Zhaohui believes that the development of intelligence can only be achieved based on data sharing. However, the main reasons for the difficulty in data sharing and slow circulation are not only the failure to clearly confirm the rights and formulate standards, but also the safety and compliance issues.

Fan Yuan said that after the establishment of the National Data Bureau, it will be responsible for the supervision and security management of national data resources, which will mean stricter data security standards and regulatory requirements, and make the risks of data leakage and abuse more effectively controlled.

Or take the data exchange as an example. Ideally, more data should circulate in the exchange. However, due to the lack of supervision, some data flows have gone off-site and even entered the "black market".

According to the "2022 Data Asset Leakage Analysis Report" released by Internet security research institutions threatening hunters on March 3,In 2022, there were more than 3,200 cases of data leakage in China, nearly double the number in 2021.There are a wide range of data leakage channels, with anonymous society software accounting for over 75%. In the distribution of data leakage industries in 2022, finance, logistics and e-commerce industries occupy the top three. Among the main reasons for data leakage in 2022, operator channel leakage accounted for the first place. In the underground black market data transactions, about 71% transactions disclose the amount of data sold, among which "small-scale real-time data" with the transaction data level below 10,000 exceeds 73%, which has become the mainstream of data transactions.

In terms of data security, the GDPR of the European Union is called "the most stringent data protection regulation in history", while the protection of personal information in the United States focuses on industry self-discipline. Tiger Sniff asked a number of professionals and legal professionals, and the consensus was that China would adopt a regulation between the United States and Europe. After all, if it was too strict, it would restrict the development of the industry. Today, in terms of data security protection, China has the Cyber Security Law and the Personal Information Protection Law, which came into effect in November 2021. However, more detailed rules and norms are needed in the landing of specific practical problems.

At present, the national data bureau should focus more on public utilities, government affairs, and areas with large data and great influence on the national economy and people’s livelihood. It may play a relatively small role in promoting those industries with strong personalization or more subdivision standards.

This is also the consensus of the industry. Fan Yuan’s view is that the National Bureau of Data will promote the industry to a more stable development direction, especially for Party B, which provides products and technical services for the government industry. For example, for domestic relational databases and big data storage engines, it will be beneficial to domestic companies such as chips, storage, operating systems and processors at the data level for a long time.

Specifically, how to land in the industry, Cui Xiangyu, assistant vice president of Beijing Haitian Ruisheng Technology Co., Ltd., suggested that scientific research institutions, enterprises and other industrial entities should be specially supported to form innovative consortia, and joint research should be carried out on key technologies and capabilities to enhance the value of data elements, and the transformation and application of results should be accelerated to activate the potential of data elements and release the value of data elements. It is necessary to strengthen the research and construction of the basic data supply capacity of large models, such as building an integrated basic data resource supply service platform, a digital computing integrated service platform, artificial intelligence data sets of key industries, data services based on blockchain and privacy computing, and other new infrastructures to consolidate the data base of the digital economy.

On the other hand, the suggestion is to actively explore and support the establishment of national data factor market cultivation experimental zones in many places, and guide the market-oriented entities such as telecom operators, platform enterprises and industry leaders to actively participate, so as to achieve breakthroughs in data basic systems, data circulation transactions, data resources and data factor industry ecology, and accelerate the process of data factor market cultivation.

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